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Author
Rosa Maria Ortiz; Debora Gil; Elisa Minchole; Marta Diez-Ferrer; Noelia Cubero de Frutos
Title
Classification of Confolcal Endomicroscopy Patterns for Diagnosis of Lung Cancer
Type
Conference Article
Year
2017
Publication
18th World Conference on Lung Cancer
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Confocal Laser Endomicroscopy (CLE) is an emerging imaging technique that allows the in-vivo acquisition of cell patterns of potentially malignant lesions. Such patterns could discriminate between inflammatory and neoplastic lesions and, thus, serve as a first in-vivo biopsy to discard cases that do not actually require a cell biopsy.
The goal of this work is to explore whether CLE images obtained during videobronchoscopy contain enough visual information to discriminate between benign and malign peripheral lesions for lung cancer diagnosis. To do so, we have performed a pilot comparative study with 12 patients (6 adenocarcinoma and 6 benign-inflammatory) using 2 different methods for CLE pattern analysis: visual analysis by 3 experts and a novel methodology that uses graph methods to find patterns in pre-trained feature spaces. Our preliminary results indicate that although visual analysis can only achieve a 60.2% of accuracy, the accuracy of the proposed unsupervised image pattern classification raises to 84.6%.
We conclude that CLE images visual information allow in-vivo detection of neoplastic lesions and graph structural analysis applied to deep-learning feature spaces can achieve competitive results.
Address
Yokohama; Japan; October 2017
Corporate Author
Thesis
Publisher
Place of Publication
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Summary Language
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Series Title
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ISSN
ISBN
Medium
Area
Expedition
Conference
IASLC WCLC
Notes
IAM; 600.096; 600.075; 600.145
Approved
no
Call Number
Admin @ si @ OGM2017
Serial
3044
Permanent link to this record
Author
Debora Gil; Aura Hernandez-Sabate; David Castells; Jordi Carrabina
Title
CYBERH: Cyber-Physical Systems in Health for Personalized Assistance
Type
Conference Article
Year
2017
Publication
International Symposium on Symbolic and Numeric Algorithms for Scientific Computing
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Assistance systems for e-Health applications have some specific requirements that demand of new methods for data gathering, analysis and modeling able to deal with SmallData:
1) systems should dynamically collect data from, both, the environment and the user to issue personalized recommendations; 2) data analysis should be able to tackle a limited number of samples prone to include non-informative data and possibly evolving in time due to changes in patient condition; 3) algorithms should run in real time with possibly limited computational resources and fluctuant internet access.
Electronic medical devices (and CyberPhysical devices in general) can enhance the process of data gathering and analysis in several ways: (i) acquiring simultaneously multiple sensors data instead of single magnitudes (ii) filtering data; (iii) providing real-time implementations condition by isolating tasks in individual processors of multiprocessors Systems-on-chip (MPSoC) platforms and (iv) combining information through sensor fusion
techniques.
Our approach focus on both aspects of the complementary role of CyberPhysical devices and analysis of SmallData in the process of personalized models building for e-Health applications. In particular, we will address the design of Cyber-Physical Systems in Health for Personalized Assistance (CyberHealth) in two specific application cases: 1) A Smart Assisted Driving System (SADs) for dynamical assessment of the driving capabilities of Mild Cognitive Impaired (MCI) people; 2) An Intelligent Operating Room (iOR) for improving the yield of bronchoscopic interventions for in-vivo lung cancer diagnosis.
Address
Timisoara; Rumania; September 2017
Corporate Author
Thesis
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Series Editor
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SYNASC
Notes
IAM; 600.085; 600.096; 600.075; 600.145
Approved
no
Call Number
Admin @ si @ GHC2017
Serial
3045
Permanent link to this record
Author
Debora Gil; Antoni Rosell
Title
Advances in Artificial Intelligence – How Lung Cancer CT Screening Will Progress?
Type
Abstract
Year
2019
Publication
World Lung Cancer Conference
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Invited speaker
Address
Barcelona; September 2019
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
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Series Editor
Series Title
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Edition
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ISBN
Medium
Area
Expedition
Conference
IASLC WCLC
Notes
IAM; 600.139; 600.145
Approved
no
Call Number
Admin @ si @ GiR2019
Serial
3361
Permanent link to this record
Author
Debora Gil; Guillermo Torres
Title
A multi-shape loss function with adaptive class balancing for the segmentation of lung structures
Type
Conference Article
Year
2020
Publication
34th International Congress and Exhibition on Computer Assisted Radiology & Surgery
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Virtual; June 2020
Corporate Author
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CARS
Notes
IAM; 600.139; 600.145
Approved
no
Call Number
Admin @ si @ GiT2020
Serial
3472
Permanent link to this record
Author
Debora Gil; Oriol Ramos Terrades; Raquel Perez
Title
Topological Radiomics (TOPiomics): Early Detection of Genetic Abnormalities in Cancer Treatment Evolution
Type
Conference Article
Year
2020
Publication
Women in Geometry and Topology
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Barcelona; September 2019
Corporate Author
Thesis
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Place of Publication
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Summary Language
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Notes
IAM; DAG; 600.139; 600.145; 600.121
Approved
no
Call Number
Admin @ si @ GRP2020
Serial
3473
Permanent link to this record
Author
Guillermo Torres; Debora Gil
Title
A multi-shape loss function with adaptive class balancing for the segmentation of lung structures
Type
Journal Article
Year
2020
Publication
International Journal of Computer Assisted Radiology and Surgery
Abbreviated Journal
IJCAR
Volume
15
Issue
1
Pages
S154-55
Keywords
Abstract
Address
Corporate Author
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Series Title
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Notes
IAM
Approved
no
Call Number
Admin @ si @ ToG2020
Serial
3590
Permanent link to this record
Author
Guillermo Torres; Debora Gil; Antoni Rosell; S. Mena; Carles Sanchez
Title
Virtual Radiomics Biopsy for the Histological Diagnosis of Pulmonary Nodules – Intermediate Results of the RadioLung Project
Type
Journal Article
Year
2023
Publication
International Journal of Computer Assisted Radiology and Surgery
Abbreviated Journal
IJCARS
Volume
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
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Place of Publication
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Summary Language
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Medium
Area
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Conference
Notes
IAM
Approved
no
Call Number
Admin @ si @ TGM2023
Serial
3830
Permanent link to this record
Author
Juan Borrego-Carazo; Carles Sanchez; David Castells; Jordi Carrabina; Debora Gil
Title
A benchmark for the evaluation of computational methods for bronchoscopic navigation
Type
Journal Article
Year
2022
Publication
International Journal of Computer Assisted Radiology and Surgery
Abbreviated Journal
IJCARS
Volume
17
Issue
1
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
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Language
Summary Language
Original Title
Series Editor
Series Title
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Conference
Notes
IAM
Approved
no
Call Number
Admin @ si @ BSC2022
Serial
3832
Permanent link to this record
Author
Antoni Rosell; Sonia Baeza; S. Garcia-Reina; JL. Mate; Ignasi Guasch; I. Nogueira; I. Garcia-Olive; Guillermo Torres; Carles Sanchez; Debora Gil
Title
Radiomics to increase the effectiveness of lung cancer screening programs. Radiolung preliminary results.
Type
Journal Article
Year
2022
Publication
European Respiratory Journal
Abbreviated Journal
ERJ
Volume
60
Issue
66
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
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Series Editor
Series Title
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Series Issue
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Medium
Area
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Conference
Notes
IAM
Approved
no
Call Number
Admin @ si @ RBG2022c
Serial
3835
Permanent link to this record
Author
Guillermo Torres; Debora Gil; Antoni Rosell; S. Mena; Carles Sanchez
Title
Virtual Radiomics Biopsy for the Histological Diagnosis of Pulmonary Nodules
Type
Conference Article
Year
2023
Publication
37th International Congress and Exhibition is organized by Computer Assisted Radiology and Surgery
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Pòster
Address
Munich; Germany; June 2023
Corporate Author
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Publisher
Place of Publication
Editor
Language
Summary Language
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Medium
Area
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CARS
Notes
IAM
Approved
no
Call Number
Admin @ si @ TGR2023a
Serial
3950
Permanent link to this record
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